Image to Image Generation Agent

This example demonstrates how to create an AI agent that generates images from existing images using the Fal AI API.

Code

image_to_image_agent.py

from agno.agent import Agent
from agno.models.openai import OpenAIChat
from agno.tools.fal import FalTools

agent = Agent(
    model=OpenAIChat(id="gpt-5-mini"),
    id="image-to-image",
    name="Image to Image Agent",
    tools=[FalTools()],
    markdown=True,
    instructions=[
        "You have to use the `image_to_image` tool to generate the image.",
        "You are an AI agent that can generate images using the Fal AI API.",
        "You will be given a prompt and an image URL.",
        "You have to return the image URL as provided, don't convert it to markdown or anything else.",
    ],
)

agent.print_response(
    "a cat dressed as a wizard with a background of a mystic forest. Make it look like 'https://fal.media/files/koala/Chls9L2ZnvuipUTEwlnJC.png'",
    stream=True,
)

Usage

1. Create a virtual environment

   Open the Terminal and create a python virtual environment.

   Mac

   python3 -m venv .venv
   source .venv/bin/activate
   

2. Install libraries

   pip install -U agno
   

3. Export your OpenAI API key

   Mac/Linux

     export OPENAI_API_KEY="your_openai_api_key_here"
   

4. Create a Python file

   Create a Python file and add the above code.

   touch image_to_image_agent.py
   

5. Run Agent

   Mac

   python image_to_image_agent.py
   

6. Find All Cookbooks

   Explore all the available cookbooks in the Agno repository. Click the link below to view the code on GitHub:

   Agno Cookbooks on GitHub